On estimating medical cost and incremental cost-effectiveness ratios with censored data

被引:69
|
作者
Zhao, HW [1 ]
Tian, LL [1 ]
机构
[1] Univ Rochester, Dept Biostat, Rochester, NY 14642 USA
关键词
counting process; martingale process; semiparametric efficiency; survival analysis;
D O I
10.1111/j.0006-341X.2001.01002.x
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Medical cost estimation is very important to health care organizations and health policy makers. We consider cost-effectiveness analysis for competing treatments in a staggered-entry, survival-analysis-based clinical trial. We propose a method for estimating mean medical cost over patients in such settings. The proposed estimator is shown to be consistent and asymptotically normal, and its asymptotic variance can be obtained. In addition, we propose a method for estimating the incremental cost-effectiveness ratio and for obtaining a confidence interval for it. Simulation experiments are conducted to evaluate our proposed methods. Finally, we apply our methods to a clinical trial comparing the cost effectiveness of implanted cardiac defibrillators with conventional therapy for individuals at high risk for ventricular arrhythmias.
引用
收藏
页码:1002 / 1008
页数:7
相关论文
共 50 条
  • [1] Estimating incremental cost-effectiveness ratios and their confidence intervals with differentially censored data
    Wang, HK
    Zhao, HW
    BIOMETRICS, 2006, 62 (02) : 570 - 575
  • [2] Median-based incremental cost-effectiveness ratios with censored data
    Bang, Heejung
    Zhao, Hongwei
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2016, 26 (03) : 552 - 564
  • [3] Estimation of mean health care costs and incremental cost-effectiveness ratios with possibly censored data
    Chen, Shuai
    Rolfes, Jennifer
    Zhao, Hongwei
    Stata Journal, 2015, 15 (03): : 698 - 711
  • [4] Cost-effectiveness analysis and incremental cost-effectiveness ratios: uses and pitfalls
    Bambha, K
    Kim, WR
    EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY, 2004, 16 (06) : 519 - 526
  • [5] Sample size and power issues in estimating incremental cost-effectiveness ratios from clinical trials data
    Willan, AR
    O'Brien, BJ
    HEALTH ECONOMICS, 1999, 8 (03) : 203 - 211
  • [6] Estimating cost-effectiveness of medical education
    Aitken, Gillian
    CLINICAL TEACHER, 2016, 13 (01): : 76 - 79
  • [7] AVERAGE COST-EFFECTIVENESS RATIO WITH CENSORED DATA
    Bang, Heejung
    Zhao, Hongwei
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2012, 22 (02) : 401 - 415
  • [8] A study on confidence intervals for incremental cost-effectiveness ratios
    Wang, Hongkun
    Zhao, Hongwei
    BIOMETRICAL JOURNAL, 2008, 50 (04) : 505 - 514
  • [9] Incremental cost-effectiveness ratios (ICERs): The silence of the lambda
    Gafni, A
    Birch, S
    SOCIAL SCIENCE & MEDICINE, 2006, 62 (09) : 2091 - 2100
  • [10] A cceptance of health technology assessment submissions with incremental cost-effectiveness ratios above the cost-effectiveness threshold
    Griffiths, Elizabeth A.
    Hendrich, Janek K.
    Stoddart, Samuel D. R.
    Walsh, Sean C. M.
    CLINICOECONOMICS AND OUTCOMES RESEARCH, 2015, 7 : 463 - 476